INTRODUCTION
In the beef industry, it would be beneficial to determine the effects of single nucleotide polymorphism associations and to determine whether associations with different single nucleotide polymorphisms interact to cause important genotypic or phenotypic changes. At the US Meat Animal Research Center, we have a unique population of cattle (MARC I) that is a composite breed of 1/4 Limousin, 1/4 Braunvieh, 1/4 Charolais, and 1/4 Angus-Hereford. Within this population, an allele for the myostatin gene (GDF8), which influences protein accretion, was selected. Double muscling in cattle is the result of an inactivating mutation in the GDF8 myostatin(
MSTN) gene (
Casas et al., 2000- Casas E.
- Shackelford S.D.
- Keele J.W.
- Stone R.T.
- Kappes S.M.
- Koohmaraie M.
Quantitative trait loci affecting growth and carcass composition of cattle segregating alternate forms of myostatin..
). Double-muscled animals have leaner carcasses with greater muscle mass and less fat than animals without the mutated
MSTN gene (
Casas et al., 2000- Casas E.
- Shackelford S.D.
- Keele J.W.
- Stone R.T.
- Kappes S.M.
- Koohmaraie M.
Quantitative trait loci affecting growth and carcass composition of cattle segregating alternate forms of myostatin..
) and have a greater capacity to synthesize muscle protein (
Koohmaraie et al., 2002- Koohmaraie M.
- Kent M.P.
- Shackelford S.D.
- Veiseth E.
- Wheeler T.L.
Meat tenderness and muscle growth: Is there any relationship?.
). A GDF8 mutation (leucine substitution at the F94 position; BTA2; rs110065568) prevalent in Limousin (
Grobet et al., 1998- Grobet L.
- Poncelet D.
- Royo L.J.
- Brouwers B.
- Pirottin D.
- Michaux C.
- Menissier F.
- Zanotti M.
- Dunner S.
- Georges M.
Molecular definition of an allelic series of mutations disrupting the myostatin function and causing double-muscling in cattle..
) also increases muscling and reduces fat but is less extreme than double-muscling mutations found in Belgian Blue or Piedmontese breeds (
BennettBennett, G. L., S. D. Shackelford, T. L. Wheeler, D. A. King, E. Casas, and T. P. Smith. 2010. Application of marker selection to enhance estimation of genetic effects and gene interaction in cattle. Proc. 9th World Congr. Genet. Appl. Livest. Prod., Leipzig, Germany. CD-ROM Communication No. 0286. World Congr. Genet. Appl. Livest. Prod.
). This
MSTN variant is important to study because of its extreme effect on growth and carcass traits (
Casas et al., 2000- Casas E.
- Shackelford S.D.
- Keele J.W.
- Stone R.T.
- Kappes S.M.
- Koohmaraie M.
Quantitative trait loci affecting growth and carcass composition of cattle segregating alternate forms of myostatin..
). In finishing cattle, the
MSTN variant has been reported to reduce fat thickness, produce a larger ribeye area, and have a better YG (
Bennett et al., 2019- Bennett G.L.
- Tait Jr., R.G.
- Shackelford S.D.
- Wheeler T.L.
- King D.A.
- Casas E.
- Smith T.P.L.
Enhanced estimates of carcass and meat quality effects for polymorphisms in myostatin and μ-calpain genes..
).
The heifers used in this study were genotyped for the MSTN gene mutation to determine their MSTN genotype as either homozygous normal (CC) for phenylalanine at amino acid position 94 of MSTN (0 copy; n = 5) or homozygous (AA) for F94L variant in MSTN (2 copy; n = 6).
Our objective was to evaluate fasting heat production in heifers with and without the GDF8 mutation.
MATERIALS AND METHODS
All animal use protocols were approved by the US Meat Animal Research Center Animal Care and Use Committee (Approval # 3040-3100-092).
The frequency of the leucine allele (L) of the
MSTN F94L single nucleotide polymorphism previously reported by
Grobet et al., 1998- Grobet L.
- Poncelet D.
- Royo L.J.
- Brouwers B.
- Pirottin D.
- Michaux C.
- Menissier F.
- Zanotti M.
- Dunner S.
- Georges M.
Molecular definition of an allelic series of mutations disrupting the myostatin function and causing double-muscling in cattle..
and
Cushman et al., 2015- Cushman R.A.
- Tait Jr., R.G.
- McNeel A.K.
- Forbes E.D.
- Amundson O.L.
- Lents C.A.
- Lindholm-Perry A.K.
- Perry G.A.
- Wood J.R.
- Cupp A.S.
- Smith T.P.L.
- Freetly H.C.
- Bennett G.L.
A polymorphism in myostatin influences puberty but not fertility in beef heifers, whereas μ-calpain affects first calf birth weight..
was increased to intermediate levels by selection resulting in similar numbers of each homozygote available for study. Briefly, the L allele substitutes for phenylalanine at the 94th amino acid of
MSTN (BTA2; rs110065568). Eleven heifers (264 ± 10.3 kg of initial BW) born between March 31 and May 26, 2012, were used during the study based on their genotypes. After weaning on September 24, 2012, the heifers were treated for any health issues and placed on a forage-based diet. The heifers were genotyped for the
MSTN gene mutation to determine which were their
MSTN genotype as either homozygous normal (
CC) for phenylalanine at amino acid position 94 of
MSTN (0 copy; n = 5) or homozygous (
AA) for F94L variant in
MSTN (2 copy; n = 6). Genotyping was performed using a primer extension method with mass spectrometry–based analysis of the extension products on a MassArray system as suggested by the manufacturer (Sequenom, Inc., San Diego, CA) and described previously (
Stone et al., 2002- Stone R.T.
- Grosse W.M.
- Casas E.
- Smith T.P.
- Keele J.W.
- Bennett G.L.
Use of bovine EST data and human genomic sequences to map 100 gene-specific bovine markers..
). Genotype quality control was performed using pedigree and genotype information analyzed through GenoProb (
ThallmanThallman, R. M. (2002) User’s Manual for GenoProb: Computation of Phase and Genotype Probabilities in Complex Pedigrees by Multilocus Iterative Allelic Peeling. USDA, ARS, Roman L. Hruska US Meat Anim. Res. Center, Clay Center, NE.
) and conducting amplicon-based next generation sequencing in the region of interest.
The composites cattle population used in the current experiment was formed starting in 1978. From 1992 to 1999 the composite breed was split into 2 lines: a calving ease selection line and a control line (
BennettBennett, G. L., S. D. Shackelford, T. L. Wheeler, D. A. King, E. Casas, and T. P. Smith. 2010. Application of marker selection to enhance estimation of genetic effects and gene interaction in cattle. Proc. 9th World Congr. Genet. Appl. Livest. Prod., Leipzig, Germany. CD-ROM Communication No. 0286. World Congr. Genet. Appl. Livest. Prod.
). After the completion of the selection experiment, cows from both genetic lines were bred to the same bulls and their progeny treated as a single population. During this period from 2000 to 2006, the MARC 1 population produced approximately 250 calves from 18 sires each year. Approximately one-half of the sires were replaced each year, resulting in the use of 68 bulls selected from within the herd. Thus, there have been several generations since forming the composite MARC 1 breed, and multiple sires were used in the formation and propagation of the composites. Because of the number of generations and sires between the formation of the composite and this experiment, there was ample opportunity for most of the linked Limousin background to disassociate from the mutation, except for very closely linked genomic variants. It is possible that this mutation is not causal and there is another causal mutation of Limousin origin in nearby linkage disequilibrium with the
MSTN gene variant. However, it is highly unlikely for an association of this mutation with the broader Limousin genome.
Heifers were fed daily at 0800 h throughout the experiment and had ad libitum access to fresh water at all times, which included the fast and while gas exchange was being collected in the head box. The diet consisted of (all on a DM basis) 67.3% corn silage, 27.0% alfalfa hay, 5.5% dry-rolled corn, and 0.2% salt. A high-forage diet was used during the experiment to grow the heifers slowly and simulate a replacement heifer growth curve. The heifers were fed slightly above a maintenance level of intake to allow for growth (approximately 1.5 times maintenance).
In November of 2012, the heifers were moved to partially covered concrete pens (3.7 m × 24.7 m; 4 heifers per pen) open to the south. They were acclimated to close human contact for a period of 4 wk. After the acclimation to close human contact, the heifers were moved into individual metabolism stanchions (87 cm × 214 cm) in an enclosed barn and adapted to the metabolism facility and the head boxes. The metabolism facility and head box adaptation occurred over a period of 6 wk, gradually increasing the amount of time the heifers spent within the metabolism stanchions and head boxes. The heifers were adapted to the facility and head boxes before the first measurement of fasting heat production.
Before the gas collections, ethyl alcohol recoveries were determined by burning 100% ethyl alcohol in the sealed head box and assessing the total gas concentration collected during this time. The alcohol recoveries ranged between 98 and 102% in all head boxes. Temperature and dew point inside the head box were recorded every minute using a temperature probe and relative humidity probe (Model TRH-100, Pace Scientific Inc., Moorseville, NC) connected to a data logger (Model XR440, Pace Scientific Inc.). Line pressure was measured from a manometer (Item #1221-8, United Instruments, Westbury, NY), and barometric pressure of the room was recorded using a barometer (Chaney Instruments Co., Lake Geneva, WI). Total volume of gas was measured using a gas meter (Model AL425, American Meter, Horsham, PA), and continuous proportional samples of outgoing and incoming air were diverted to polyethylene-aluminum-Mylar laminate collection bags (61 × 61 cm, 44 L; PMC, Oak Park, IL) by a glass tube rotameter (Model 1350E Sho-Rate “50,” Brooks Instruments, Hatfield, PA). Then, the collected gas samples were analyzed to determine their composition according to
Nienaber et al., 1985- Nienaber J.A.
- Maddy A.L.
- Nienaber J.A.
- Maddy A.L.
Temperature-controlled multiple chamber indirect calorimeter-design and operation..
and corrected for pressure and temperature within the box. Heat production was calculated according to
KleiberKleiber, M. 1975. The Fire of Life. An Introduction to Animal Energetics. 2nd ed. Robert E. Krieger Publ. Co., New York, NY.
from liters of O
2 consumed and the respiratory quotient (
RQ).
For the collection of fasting heat production, heifers were fasted for 56 h but had ad libitum access to fresh water during the fast. The heifers were then placed in the head boxes, the doors were closed, and at least 3 air turnovers were allowed inside the head box before the gas was collected. Based on methane production (less than 3 L/d), the length of fast was considered to be sufficient to allow the heifers to be in a postabsorptive state. Fasting heat production was measured 3 times throughout the experiment at 205, 261, and 326 average days of age for the heifers. Heat production was calculated from RQ and liters of oxygen consumption according to
KleiberKleiber, M. 1975. The Fire of Life. An Introduction to Animal Energetics. 2nd ed. Robert E. Krieger Publ. Co., New York, NY.
.
After measurement of fasting heat production, the heifers were moved back to their pens and fed ad libitum bromegrass hay for 24 h, after which they were offered the previously mentioned diet that was split fed 4 times per day for 7 d to prevent acidosis.
All data were analyzed using the PROC MIXED procedure in SAS 9.3 (SAS Institute Inc., Cary, NC). Model fixed effects included allele, day, and allele × day interaction. Heifer was included as a random effect. Day was a repeated term with heifer as the subject. Means were calculated using the LSMEANS option, and the pdiff function was used to separate genotype means. Effects were considered significant at a P-value of ≤0.05, with tendencies declared at P-values between 0.05 and 0.10.
RESULTS AND DISCUSSION
Body weight (
Table 1) was not different between treatments (
P = 0.33), but it did differ across days (
P < 0.01), increasing as heifer age increased. The increase in BW was expected because the heifers were not mature at the time of the study, and slight growth and BW gain were expected as they were fed near 1.5-times maintenance.
Table 1Influence of the F94L myostatin variant on BW, oxygen consumption, and respiratory quotient in fasted MARC I heifers1Heifers were fasted for 56 h before being placed in the head box calorimeters.
Oxygen consumed in liters per kilogram of metabolic BW (
MBW) was greater for 0 copy heifers than the heifers with 2 copies of the F94L
MSTN variant (
P = 0.03), on all days measured. The reduced oxygen consumption on a MBW basis is plausible because cattle with the
MSTN variant typically have a reduction in internal organ size (
Kambadur et al., 1997- Kambadur R.
- Sharma M.
- Smith T.P.
- Bass J.J.
Mutations in myostatin (GDF8) in double-muscled Belgian Blue and Piedmontese cattle..
). If the liver accounts for 50% of the oxygen consumed by the digestive tract (
), it is reasonable that we detected a difference in total body oxygen consumption, because heifers with 2 copies may have had a smaller liver. Oxygen consumption by the gastrointestinal tract varies among cattle type and stage of production and is typically increased by level of energy consumption. It is interesting that the fasting heifers in the current experiment had such large differences in oxygen consumption because fasting reduces gastrointestinal-tract oxygen consumption by approximately 30% (
), and these heifers had been fasting for 56 h when placed in the headbox calorimeters.
Research using
MSTN knockout mice has shown a decrease in mitochondrial content and changes in mitochondrial respiratory function (
Ploquin et al., 2012- Ploquin C.
- Chabi B.
- Fouret G.
- Vernus B.
- Feillet-Coudray C.
- Coudray C.
- Bonnieu A.
- Ramonatxo C.
Lack of myostatin alters intermyofibrillar mitochondria activity, unbalances redox status, and impairs tolerance to chronic repetitive contractions in muscle..
). The capacity for oxidative metabolism is also dependent on mitochondrial content and can also be decreased (
Ploquin et al., 2012- Ploquin C.
- Chabi B.
- Fouret G.
- Vernus B.
- Feillet-Coudray C.
- Coudray C.
- Bonnieu A.
- Ramonatxo C.
Lack of myostatin alters intermyofibrillar mitochondria activity, unbalances redox status, and impairs tolerance to chronic repetitive contractions in muscle..
). Thus, if mitochondrial respiration is decreased without
MSTN, in the present experiment decreases in oxygen consumption in the 2 copy heifers could be a result of lesser mitochondrial content and lesser mitochondrial respiration (although not directly measured).
Perhaps the reduction in total body oxygen consumption is also related to respiration ability. It has been noted that double-muscled cattle are early maturing, as evidenced from bone weights (
). Cattle with double-muscling phenotypes typically have more muscle mass in the proximal parts of the limbs relative to the fibrous muscle more distal on the limbs (
). Thus, they have heavier rib bones due to muscle hypertrophy, and double-muscled cattle have been reported to have a reduction in muscles associated with respiration (
), realizing that respiration is both exhaled volume and respiration rate. Therefore, our data coincide with those of
, where cattle with 2 copies of the F94L
MSTN variant also had decreased respiration ability as evidenced with their decrease in oxygen consumption; however, respiration rate was not measured.
Additionally, oxygen consumed (L/kg of MBW) and heat production (Mcal and Mcal/kg of MBW) decreased as heifer age increased in all heifers irrespective of genotype (
P ≤ 0.03). This was expected as metabolic rate typically decreases as cattle age and growth rate slows. Lambs on a high and low level of feed intake (at the same dietary ME concentration) had decreased heat production as they aged (
Freetly et al., 2002- Freetly H.C.
- Nienaber J.A.
- Brown-Brandl T.M.
Relationship between aging and nutritionally controlled growth rate on head production of ewe lambs..
). Likewise, heifers on a high and low level of feed intake also exhibited decreased heat production as they aged (
Freetly et al., 2003- Freetly H.C.
- Nienaber J.A.
- Brown-Brandl T.M.
Relationship between aging and nutritionally controlled growth rate on heat production in heifers..
). Furthermore,
Freetly et al., 2002- Freetly H.C.
- Nienaber J.A.
- Brown-Brandl T.M.
Relationship between aging and nutritionally controlled growth rate on head production of ewe lambs..
reported that the amount of heat produced per unit of MBW is influenced by age, genetic background, and previous plane of nutrition. Heat production is generally used as an index of energy required for maintenance (
BlaxterBlaxter, K. L. 1962. The Energy Metabolism of Ruminants. 1st ed. Charles C. Thomas Publ., Springfield, IL.
). Many previous studies reported that metabolic rate was greater in younger animals than in mature animals (
BlaxterBlaxter, K. L. 1962. The Energy Metabolism of Ruminants. 1st ed. Charles C. Thomas Publ., Springfield, IL.
;
Freetly et al., 2002- Freetly H.C.
- Nienaber J.A.
- Brown-Brandl T.M.
Relationship between aging and nutritionally controlled growth rate on head production of ewe lambs..
;
Freetly et al., 2003- Freetly H.C.
- Nienaber J.A.
- Brown-Brandl T.M.
Relationship between aging and nutritionally controlled growth rate on heat production in heifers..
), and
BrodyBrody, S. 1945. Bioenergetics and Growth. 1st ed. Reinhold Publ. Co, New York, NY.
noted that the proportion of liver and intestine weight to total BW decreases with increased BW in maturing animals. The difference in heat production observed between heifers with 0 and 2 copies of the F94L
MSTN substitution are likely a function of the difference in mature weight and rate of attainment of maturity. The heifers with 2 copies of the F94L
MSTN gene variant may approach maturity more rapidly than heifers with 0 copy of the
MSTN gene. Myostatin interferes with protein synthesis and protein degradation in myofibers (
Trendelenburg et al., 2009- Trendelenburg A.U.
- Meyer A.
- Rohner D.
- Boyle J.
- Hatakeyama S.
- Glass D.J.
Myostatin reduces Akt/TORC1/p70S6k signaling, inhibiting myoblast differentiation and myotube size..
). The decreased heat production observed in the heifers with 2 copies of the F94L
MSTN gene variation could suggest that protein turnover is altered, potentially where protein degradation is decreased. No change in protein synthesis, with a corresponding decrease in protein degradation, would decrease heat production, as was noted in heifers with 2 copies of the F94L
MSTN gene variant in the present experiment.
Methane production did not differ across genotype (
P = 0.89) or day (
P = 0.88). Methane production can be used as an index of ruminal fermentation, because methane production is decreased to negligible values during fasting (
BlaxterBlaxter, K. L. 1962. The Energy Metabolism of Ruminants. 1st ed. Charles C. Thomas Publ., Springfield, IL.
). These low levels are indicative of a postabsorptive state, and by the third and fourth day of fasting in cattle, methane production is typically less than 2 L in 24 h (
BlaxterBlaxter, K. L. 1962. The Energy Metabolism of Ruminants. 1st ed. Charles C. Thomas Publ., Springfield, IL.
). Methane production measured in the present study averaged 2.5 L over the 24-h measurement period across all treatments and days. Therefore, our heifers did reach a postabsorptive state.
Respiratory quotient had a tendency to be greater for heifers with 2 copies than for heifers with no copy (
P = 0.07). An RQ of 0.7 typically indicates a fasting animal (
BrodyBrody, S. 1945. Bioenergetics and Growth. 1st ed. Reinhold Publ. Co, New York, NY.
). It is unknown why the heifers with 2 copies of the
MSTN variant tended to have a greater RQ than heifers with 0 copies, but this does not support the idea that cattle with the
MSTN gene have decreased respiratory ability. The average RQ for the 0 copy versus 2 copy heifers was 0.81 and 0.84, respectively. There is likely no real biological difference in these RQ.
Average daily gain (
Table 2) measured across the whole study (121 d) was greater for heifers with 2 copies of the F94L
MSTN variant. Interestingly, with decreased O
2 consumption and decreased heat production combined with increased ADG, it is likely that these heifers had decreased maintenance energy requirements. It is also likely that the maintenance energy requirements decreased with age, irrespective of genotype treatment. This concept is generally accepted (
NASEMNASEM (National Academies of Sciences, Engineering, and Medicine). 1996. Nutrient Requirements of Beef Cattle. 7th ed. Natl. Acad. Press, Washington, DC.
). In cattle,
reported that age influenced maintenance energy requirements less than BW. Conversely,
Vermorel et al., 1980- Vermorel M.
- Bouvier J.C.
- Geay Y.
Energy utilization by growing calves: Effects of age, milk intake and feeding level..
noted that maintenance requirements changed little between 1 and 8 mo of age.
CarstensCarstens, G. E., D. E. Johnson, K. A. Johnson, S. K. Hotovy, and T. J. Szymanski. 1989. Genetic variation in energy expenditures of monozygous twin beef cattle at 9 and 20 months of age. Energy Metab. Proc. Symp. 43:312–215.
reported a 6% decrease in fasting HP and an 8% decrease in metabolizable energy required for maintenance between 9 and 20 mo of age.
Table 2Average daily gain over the 121-d study for MARC I heifers1Heifers were weighed after the 56-h fast and after being in the head box calorimeter for 24 h; an average of the 2 weights was used to compute ADG. The 0 copy is homozygous CC at position GDF8c.433 (NM_001001525), which results in the wild type phenylalanine (F) at position 94 of the myostatin protein. The 2 copy is homozygous AA at position GDF8c.433, which results in a leucine (L) at position 94 (F94L) of the myostatin (MSTN) protein (Esmailizadeh et al., 2008).
Cattle with greater mature size typically have greater ADG (
Tatum et al., 1986- Tatum J.D.
- Williams Jr., F.L.
- Bowling R.A.
Effects of feeder-cattle frame size and muscle thickness on subsequent growth and carcass development. I. An objective analysis of frame size and muscle thickness..
), which was noted in the present experiment for heifers with 2 copies of the
MSTN gene variant. Together, the greater ADG and decreased O
2 consumption and heat production could indicate that heifers with 2 copies of the F94L
MSTN variant did approach maturity more rapidly than heifers without the 0 copies of the gene variant.
Article info
Publication history
Accepted:
September 2,
2020
Received:
May 28,
2020
Footnotes
The authors declare no conflicts of interest.
Copyright
© 2020 American Registry of Professional Animal Scientists. Published by Elsevier Inc.